SOTAVerified|Agents Browse Leaderboard About

Community Detection

Community Detection is one of the fundamental problems in network analysis, where the goal is to find groups of nodes that are, in some sense, more similar to each other than to the other nodes.

Source: Randomized Spectral Clustering in Large-Scale Stochastic Block Models

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 591–600 of 919 papers

Title	Date	Tasks	Status	Hype
Attributed Graph Clustering via Adaptive Graph Convolution	Jun 4, 2019	ClusteringCommunity Detection	CodeCode Available	0
Graph Learning Network: A Structure Learning Algorithm	May 29, 2019	Community DetectionGeneral Classification	CodeCode Available	0
Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection	May 26, 2019	Community DetectionGPR	—Unverified	0
Accuracy-Memory Tradeoffs and Phase Transitions in Belief Propagation	May 24, 2019	Community Detection	—Unverified	0
Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach	May 24, 2019	Community DetectionDecoder	CodeCode Available	0
PercoMCV: A hybrid approach of community detection in social networks	May 21, 2019	Community Detection	CodeCode Available	0
Transient crosslinking kinetics optimize gene cluster interactions	May 21, 2019	ClusteringCommunity Detection	—Unverified	0
Unsupervised Community Detection with Modularity-Based Attention Model	May 20, 2019	ClusteringCommunity Detection	CodeCode Available	0
Semantic flow in language networks	May 18, 2019	Community DetectionPhilosophy	CodeCode Available	0
Pair-Matching: Links Prediction with Adaptive Queries	May 17, 2019	Community DetectionPrediction	—Unverified	0

Show:10 25 50

← PrevPage 60 of 92Next →

All datasets Amazon Cora Citeseer DBLP Facebook Artists Facebook Athletes Facebook Celebrities Facebook Companies Facebook Government Facebook Media Facebook Politicians Facebook TV Show

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GNN	Accuracy-NE	2	—	Unverified
2	CommunityGAN	F1-score	0.09	—	Unverified
3	Ego-Splitting	F1-score	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EdMot	NMI	0.42	—	Unverified
2	CDNMF	NMI	0.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CDNMF	ACC	0.48	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CommunityGAN	F1-Score	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.56	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.69	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.65	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.68	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.71	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CDNMF	ACC	0.67	—	Unverified